Mike Williams

Associate Professor, Massachusetts Institute of Technology

Joined

July 2019

Names

Mike Williams

Emails

****@mit.edu (Confirmed)

Personal Links

Homepage

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Career & Education History

Associate Professor

Massachusetts Institute of Technology (mit.edu)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

From Neurons to Neutrons: A Case Study in Interpretability
Ouail Kitouni, Niklas Nolte, Víctor Samuel Pérez-Díaz, Sokratis Trifinopoulos, Mike Williams
- ICML 2024 Poster
- Readers: Everyone
NuCLR: Nuclear Co-Learned Representations
Niklas Nolte, Ouail Kitouni, Sokratis Trifinopoulos, Subhash Kantamneni, Mike Williams
- SynS & ML @ ICML2023
- Readers: Everyone
Expressive Monotonic Neural Networks
Niklas Nolte, Ouail Kitouni, Mike Williams
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Towards Understanding Grokking: An Effective Theory of Representation Learning
Ziming Liu, Ouail Kitouni, Niklas Nolte, Eric J Michaud, Max Tegmark, Mike Williams
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Towards Understanding Grokking: An Effective Theory of Representation Learning
Ziming Liu, Ouail Kitouni, Niklas Nolte, Eric J. Michaud, Max Tegmark, Mike Williams
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone
Finding NEEMo: Geometric Fitting using Neural Estimation of the Energy Mover's Distance
Ouail Kitouni, Niklas Nolte, Mike Williams
- Published: 01 Jan 2022, Last Modified: 01 May 2023
- CoRR 2022
- Readers: Everyone
Robust and Provably Monotonic Networks
Ouail Kitouni, Niklas Nolte, Mike Williams
- Published: 01 Jan 2021, Last Modified: 01 May 2023
- CoRR 2021
- Readers: Everyone
Machine learning at the energy and intensity frontiers of particle physics
Alexander Radovic, Mike Williams, David Rousseau, Michael Kagan, Daniele Bonacorsi, Alexander Himmel, Adam Aurisano, Kazuhiro Terao, Taritree Wongjirad
- 2018 (modified: 17 Apr 2023)
- Nat. 2018
- Readers: Everyone

Mike Williams

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